Head to head · Hr employees · October 2026 research run

Factorial vs Remote

Remote scores 70.7 (BB) on agent readiness against Factorial's 66.3 (B), and leads in 4 of 7 scored categories. Factorial leads on maintenance & community and transparency & trust. Both do hr employees.

Which one, for what

Factorial B

Good for An agent working for a company that already runs Factorial and needs employee records, leave requests with approval, attendance clock-ins, recruiting or expenses through one API.

Ahead on

  • Maintenance & community, 84 against 72
  • Transparency & trust, 78 against 68

Watch for

An API key grants every scope, cannot be narrowed and does not expire

Remote BB

Good for A company that employs people through Remote (EOR, payroll, contractors or its HRIS) and wants an agent to read employments, file and review time off, track onboarding, and read payslips and documents.

Ahead on

  • Reliability, 96 against 88
  • Security & auth, 74 against 65
  • Payments & pricing, 35 against 10

Also in its favour

  • Agent-ready, a grade of BB or better

Watch for

The REST API changelog link in the docs redirects to a ReadMe dashboard login, so no public dated record of API changes was read

Score by category

CategoryWeight this runFactorialRemoteEdge
Reliability16%208896Remote +8
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27778Remote +1
Agent ergonomics13%16.25857Factorial +1
Security & auth14%17.56574Remote +9
Payments & pricing10%12.51035Remote +25
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88472Factorial +12
Transparency & trust7%8.87868Factorial +10
Negative events≤1500
Total66.3 · B70.7 · BB

Facts side by side

FactFactorialRemote
KindHTTP APIHTTP API
VendorEveryday Software, S.L.Remote Technology, Inc.
Hosted endpointhttps://api.factorialhr.comhttps://gateway.remote.com
TransportsHTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingPaidPaid
x402nono
LicenceProprietary service under Factorial's terms and conditions. The TypeScript and Python SDKs are MITProprietary service under Remote's terms of use. The remote-for-ai plugin and the Remote CLI repository on GitHub are MIT
Read-only variant documentednoyes
llms.txtyesyes
Last release2026-10-052026-10-08
Terms last updatedno date given2026-08-03
Privacy policy last updated2026-01-012026-08-03
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingyesyes
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waivernot found in the textyes
Popularity7 stars, 1.4k npm/wk, 1.1k PyPI/wk1.8k npm/wk

Verdicts

Factorial

A public OpenAPI 3.1 definition covers 615 operations, including leave approval and employee termination, and OAuth apps can be limited to 33 scopes. API keys always grant every scope and never expire. No idempotency keys exist, and a request to an expired API version is answered in an older schema with no error.

Remote

The REST API has 303 operations in a public OpenAPI document, 78 OAuth scopes split into read and write, a sandbox issued by email with no card, and a hosted MCP server using OAuth with PKCE. The REST changelog link redirects to a login page, and writes have no idempotency key.

Before you call either

Factorial

  1. Send an API key in x-api-key and an OAuth token in Authorization: Bearer. The key is JWT-formatted but is rejected as a bearer token
  2. Pin the version in the path, such as /api/2026-10-01/resources/..., and migrate within a year. Expired versions answer in an older schema without an error
  3. Treat a 200 with an empty body as a credential from the other environment. Production is api.factorialhr.com and demo is api.eu2.demo.factorial.dev
  4. Page with limit=100 and pass meta.end_cursor as after_id. A larger limit is capped at 100
  5. Check whether a record exists before retrying a create. Retry only 429 and 5xx with backoff, and branch on code for 422 because messages are localised

Remote

  1. Match the token prefix to the host. ra_test_ works only on https://gateway.remote-sandbox.com and ra_live_ only on https://gateway.remote.com
  2. Stay under 300 requests a minute per company for customer tokens, shared by every token, and read x-ratelimit-remaining and x-ratelimit-reset (milliseconds)
  3. Check for an existing record before retrying a create, or set external_id on employments and treat a 422 for a duplicate as success
  4. Fetch the country form schema (GET /v1/countries/{country_code}/{form}) before writing employment data. Country codes are three-letter ISO
  5. Use the REST API for unattended work. The MCP server needs a browser sign-in and its write tools cover employee self-service only

Questions

Which is better for AI agents, Factorial or Remote?

Remote scores 70.7 (BB) on agent readiness against Factorial's 66.3 (B), and leads in 4 of 7 scored categories. Factorial leads on maintenance & community and transparency & trust.

Do Factorial and Remote need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Factorial and Remote without installing anything?

Yes. Factorial has a hosted endpoint at https://api.factorialhr.com and Remote at https://gateway.remote.com.

Other comparisons with Factorial or Remote

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.